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Tianyi Zhou

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

133

Venues

31

Active years

2009–2026

Best venue rank

A*

Where they publish

Papers

133 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIFedMerge: Federated Model Merging for Personalization.Shutong Chen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang
2026AAAIMindCross: Fast New Subject Adaptation with Limited Data for Cross-subject Video Reconstruction from Brain Signals.Xuan-Hao Liu, Yan-Kai Liu, Tianyi Zhou, Bao-Liang Lu, Wei-Long Zheng
2026AAAICan LLMs Detect Their Confabulations? Estimating Reliability in Uncertainty-Aware Language Models.Tianyi Zhou, Johanne Medina, Sanjay Chawla
2026ACLOptimizing Length Compression in Large Reasoning Models.Zhengxiang Cheng, Dongping Chen, Mingyang Fu, Tianyi Zhou
2026ACLAI, Take the Wheel: What Drives Delegation and Trust in Human-Computer Cooperative Question Answering?Maharshi Gor, Yoo Yeon Sung, Yu Hou, Eve Fleisig, Zhu Irene Ying, Tianyi Zhou, Jordan Lee Boyd-Graber
2026ACLCan LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction.Ming Li, Han Chen, Yunze Xiao, Jian Chen, Hong Jiao, Tianyi Zhou
2026ACLSchoenfeld's Anatomy of Mathematical Reasoning by Language Models.Ming Li, Chenrui Fan, Yize Cheng, Soheil Feizi, Tianyi Zhou
2026ACLHow Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients.Ming Li, Yanhong Li, Ziyue Li, Tianyi Zhou
2026EACLSkill Discovery for Software Scripting Automation via Offline Simulations with LLMs.Paiheng Xu, Gang Wu, Xiang Chen, Tong Yu, Chang Xiao, Franck Dernoncourt, Tianyi Zhou, Wei Ai, Viswanathan (Vishy) Swaminathan
2026ISKEMulti-view Masked ECG Representation Learning with Hierarchical Fuzzy Memory.Tianyi Zhou, Yuepeng Chen, Wei Zhang, Fan Fu, Weiping Ding
2025AAAIPersonalized Federated Collaborative Filtering: A Variational AutoEncoder Approach.Zhiwei Li, Guodong Long, Tianyi Zhou, Jing Jiang, Chengqi Zhang
2025ACLATLAS: Agent Tuning via Learning Critical Steps.Zhixun Chen, Ming Li, Yuxuan Huang, Yali Du, Meng Fang, Tianyi Zhou
2025ACLMultiple LLM Agents Debate for Equitable Cultural Alignment.Dayeon Ki, Rachel Rudinger, Tianyi Zhou, Marine Carpuat
2025ACLMosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning.Ming Li, Pei Chen, Chenguang Wang, Hongyu Zhao, Yijun Liang, Yupeng Hou, Fuxiao Liu, Tianyi Zhou
2025ACLWhat Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective.Ming Li, Yanhong Li, Tianyi Zhou
2025ACLGUI Agents: A Survey.Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt
2025ACLFrom Lists to Emojis: How Format Bias Affects Model Alignment.Xuanchang Zhang, Wei Xiong, Lichang Chen, Tianyi Zhou, Heng Huang, Tong Zhang
2025AISTATSFourier Circuits in Neural Networks and Transformers: A Case Study of Modular Arithmetic with Multiple Inputs.Chenyang Li, Yingyu Liang, Zhenmei Shi, Zhao Song, Tianyi Zhou
2025CIKMCalibrated and Diverse News Coverage.Tianyi Zhou, Stefan Neumann, Kiran Garimella, Aristides Gionis
2025CIKMGenerative Models for Synthetic Data: Transforming Data Mining in the GenAI Era.Dawei Li, Yue Huang, Ming Li, Tianyi Zhou, Xiangliang Zhang, Huan Liu
2025CVPRFlorence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion.Jiuhai Chen, Jianwei Yang, Haiping Wu, Dianqi Li, Jianfeng Gao, Tianyi Zhou, Bin Xiao
2025EMNLPWhere to show Demos in Your Prompt: A Positional Bias of In-Context Learning.Kwesi A. Cobbina, Tianyi Zhou
2025EMNLPUnderstanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory.Ming Li, Nan Zhang, Chenrui Fan, Hong Jiao, Yanbin Fu, Sydney Peters, Qingshu Xu, Robert Lissitz, Tianyi Zhou
2025EMNLPWait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency.Chenlong Wang, Yuanning Feng, Dongping Chen, Zhaoyang Chu, Ranjay Krishna, Tianyi Zhou
2025ICCADLUT-HD: Accelerating Hyperdimensional Computing Inference via Efficient Table Lookup.Haodong Lu, Da Tang, Xiqiong Bai, Zexu Zhang, Tianyi Zhou, Xinran Li, Kun Wang
2025ICCVDiffusion Curriculum: Synthetic-to-Real Data Curriculum via Image-Guided Diffusion.Yijun Liang, Shweta Bhardwaj, Tianyi Zhou
2025ICCVRESCUE: Crowd Evacuation Simulation via Controlling SDM-United Characters.Xiaolin Liu, Tianyi Zhou, Hongbo Kang, Jian Ma, Ziwen Wang, Jing Huang, Wenguo Weng, Yu-Kun Lai, Kun Li
2025ICLRThe Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise.Yuanhao Ban, Ruochen Wang, Tianyi Zhou, Boqing Gong, Cho-Jui Hsieh, Minhao Cheng
2025ICLROmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities.Lichang Chen, Hexiang Hu, Mingda Zhang, Yiwen Chen, Zifeng Wang, Yandong Li, Pranav Shyam, Tianyi Zhou, Heng Huang, Ming-Hsuan Yang, Boqing Gong
2025ICLRDataGen: Unified Synthetic Dataset Generation via Large Language Models.Yue Huang, Siyuan Wu, Chujie Gao, Dongping Chen, Qihui Zhang, Yao Wan, Tianyi Zhou, Chaowei Xiao, Jianfeng Gao, Lichao Sun, Xiangliang Zhang
2025ICLRMany-Objective Multi-Solution Transport.Ziyue Li, Tian Li, Virginia Smith, Jeff A. Bilmes, Tianyi Zhou
2025ICLRYour Mixture-of-Experts LLM Is Secretly an Embedding Model for Free.Ziyue Li, Tianyi Zhou
2025ICLRIs Your Multimodal Language Model Oversensitive to Safe Queries?Xirui Li, Hengguang Zhou, Ruochen Wang, Tianyi Zhou, Minhao Cheng, Cho-Jui Hsieh
2025ICLRTransformers Learn Low Sensitivity Functions: Investigations and Implications.Bhavya Vasudeva, Deqing Fu, Tianyi Zhou, Elliott Kau, Youqi Huang, Vatsal Sharan
2025ICLRBenTo: Benchmark Reduction with In-Context Transferability.Hongyu Zhao, Ming Li, Lichao Sun, Tianyi Zhou
2025ICMLTilted Sharpness-Aware Minimization.Tian Li, Tianyi Zhou, Jeff A. Bilmes
2025ICMLR2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts.Zhongyang Li, Ziyue Li, Tianyi Zhou
2025ICMLPreference Controllable Reinforcement Learning with Advanced Multi-Objective Optimization.Yucheng Yang, Tianyi Zhou, Mykola Pechenizkiy, Meng Fang
2025IROSConfidence-Controlled Exploration: Efficient Sparse-Reward Policy Learning for Robot Navigation.Bhrij Patel, Kasun Weerakoon, Wesley A. Suttle, Alec Koppel, Brian M. Sadler, Tianyi Zhou, Dinesh Manocha, Amrit Singh Bedi
2025IROSQuantifying and Modeling Driving Styles in Trajectory Forecasting.Laura Zheng, Hamidreza Yaghoubi Araghi, Tony Wu, Sandeep Thalapanane, Tianyi Zhou, Ming C. Lin
2025NAACLRuleR: Improving LLM Controllability by Rule-based Data Recycling.Ming Li, Han Chen, Chenguang Wang, Dang Nguyen, Dianqi Li, Tianyi Zhou
2025NAACLSparser Mixture-of-Adapters with Cross-Layer Generalization.Ziyue Li, Tianyi Zhou
2025NAACLEnhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement.Xiyao Wang, Jiuhai Chen, Zhaoyang Wang, Yuhang Zhou, Yiyang Zhou, Huaxiu Yao, Tianyi Zhou, Tom Goldstein, Parminder Bhatia, Taha A. Kass-Hout, Furong Huang, Cao Xiao
2024ACLRetrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever.Tao Shen, Guodong Long, Xiubo Geng, Chongyang Tao, Yibin Lei, Tianyi Zhou, Michael Blumenstein, Daxin Jiang
2024ACLMeta-Task Prompting Elicits Embeddings from Large Language Models.Yibin Lei, Di Wu, Tianyi Zhou, Tao Shen, Yu Cao, Chongyang Tao, Andrew Yates
2024ACLSelective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning.Ming Li, Lichang Chen, Jiuhai Chen, Shwai He, Jiuxiang Gu, Tianyi Zhou
2024ACLCan LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements.Ming Li, Jiuhai Chen, Lichang Chen, Tianyi Zhou
2024ACLSuperfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning.Ming Li, Yong Zhang, Shwai He, Zhitao Li, Hongyu Zhao, Jianzong Wang, Ning Cheng, Tianyi Zhou
2024ACLMulti-Objective Linguistic Control of Large Language Models.Dang Nguyen, Jiuhai Chen, Tianyi Zhou
2024CVPRHallusionbench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models.Tianrui Guan, Fuxiao Liu, Xiyang Wu, Ruiqi Xian, Zongxia Li, Xiaoyu Liu, Xijun Wang, Lichang Chen, Furong Huang, Yaser Yacoob, Dinesh Manocha, Tianyi Zhou
2024CVPREmbodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld.Yijun Yang, Tianyi Zhou, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He, Jing Jiang, Yuhui Shi
2024EACLCorpus-Steered Query Expansion with Large Language Models.Yibin Lei, Yu Cao, Tianyi Zhou, Tao Shen, Andrew Yates
2024ECCVUnderstanding the Impact of Negative Prompts: When and How Do They Take Effect?Yuanhao Ban, Ruochen Wang, Tianyi Zhou, Minhao Cheng, Boqing Gong, Cho-Jui Hsieh
2024ECCVDo Text-Free Diffusion Models Learn Discriminative Visual Representations?Soumik Mukhopadhyay, Matthew Gwilliam, Yosuke Yamaguchi, Vatsal Agarwal, Namitha Padmanabhan, Archana Swaminathan, Tianyi Zhou, Jun Ohya, Abhinav Shrivastava
2024EMNLPDo great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA.Maharshi Gor, Hal Daum III, Tianyi Zhou, Jordan L. Boyd-Graber
2024EMNLP1+1\textgreater2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?Yue Huang, Chenrui Fan, Yuan Li, Siyuan Wu, Tianyi Zhou, Xiangliang Zhang, Lichao Sun
2024EMNLPDrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers.Xirui Li, Ruochen Wang, Minhao Cheng, Tianyi Zhou, Cho-Jui Hsieh
2024EMNLPSpecHub: Provable Acceleration to Multi-Draft Speculative Decoding.Ryan Sun, Tianyi Zhou, Xun Chen, Lichao Sun
2024EMNLPAutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models.Xiyang Wu, Tianrui Guan, Dianqi Li, Shuaiyi Huang, Xiaoyu Liu, Xijun Wang, Ruiqi Xian, Abhinav Shrivastava, Furong Huang, Jordan L. Boyd-Graber, Tianyi Zhou, Dinesh Manocha
2024ICLRAlpaGasus: Training a Better Alpaca with Fewer Data.Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
2024ICLRAdaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation.Qiang He, Tianyi Zhou, Meng Fang, Setareh Maghsudi
2024ICLRFederated Recommendation with Additive Personalization.Zhiwei Li, Guodong Long, Tianyi Zhou
2024ICLRTask Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning.Yucheng Yang, Tianyi Zhou, Qiang He, Lei Han, Mykola Pechenizkiy, Meng Fang
2024ICMLAlgorithm and Hardness for Dynamic Attention Maintenance in Large Language Models.Jan van den Brand, Zhao Song, Tianyi Zhou
2024ICMLODIN: Disentangled Reward Mitigates Hacking in RLHF.Lichang Chen, Chen Zhu, Jiuhai Chen, Davit Soselia, Tianyi Zhou, Tom Goldstein, Heng Huang, Mohammad Shoeybi, Bryan Catanzaro
2024ICMLInstructZero: Efficient Instruction Optimization for Black-Box Large Language Models.Lichang Chen, Jiuhai Chen, Tom Goldstein, Heng Huang, Tianyi Zhou
2024ICMLPosition: TrustLLM: Trustworthiness in Large Language Models.Yue Huang, Lichao Sun, Haoran Wang, Siyuan Wu, Qihui Zhang, Yuan Li, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Hanchi Sun, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bertie Vidgen, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, Joaquin Vanschoren, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yong Chen, Yue Zhao
2024ICMLOne Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts.Ruochen Wang, Sohyun An, Minhao Cheng, Tianyi Zhou, Sung Ju Hwang, Cho-Jui Hsieh
2024ICRATask-Driven Domain-Agnostic Learning with Information Bottleneck for Autonomous Steering.Yu Shen, Laura Zheng, Tianyi Zhou, Ming C. Lin
2024KDDGPFedRec: Graph-Guided Personalization for Federated Recommendation.Chunxu Zhang, Guodong Long, Tianyi Zhou, Zijian Zhang, Peng Yan, Bo Yang
2024NAACLAn End-to-End Submodular Framework for Data-Efficient In-Context Learning.Lilly Kumari, Shengjie Wang, Arnav Das, Tianyi Zhou, Jeff A. Bilmes
2024NAACLFrom Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning.Ming Li, Yong Zhang, Zhitao Li, Jiuhai Chen, Lichang Chen, Ning Cheng, Jianzong Wang, Tianyi Zhou, Jing Xiao
2024PacificVisEmoGeoCity: Interactive Visual Exploration of City's Historical and Cultural Evolution Based on Emotional Geography.Yutong Yang, Yinuo Liu, Qishuo Bai, Tianyi Zhou, Ziduo Ye, Xiaoju Dong
2024SMCStudy on the Influence of Embodied Avatars on Gait Parameters in Virtual Environments and Real World.Tianyi Zhou, Ding Ding, Shengyu Wang, Chuhan Shi, Xiangyu Xu
2024WWWWhen Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions.Chunxu Zhang, Guodong Long, Tianyi Zhou, Zijian Zhang, Peng Yan, Bo Yang
2024WWWModeling the Impact of Timeline Algorithms on Opinion Dynamics Using Low-rank Updates.Tianyi Zhou, Stefan Neumann, Kiran Garimella, Aristides Gionis
2023CGICAGviz: A Visual Analysis Method to Explore Cyber Asset Graphs of Cybercrime Gangs.Yinuo Liu, Yifan Li, Binhao Zhao, Tianyi Zhou, Shengtao Chen, Xiaoju Dong
2023EMNLPHow Many Demonstrations Do You Need for In-context Learning?Jiuhai Chen, Lichang Chen, Chen Zhu, Tianyi Zhou
2023EMNLPMerging Experts into One: Improving Computational Efficiency of Mixture of Experts.Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, Dacheng Tao
2023GECCOTwo-point Crossover Operator in Genetic Algorithm for Deep Learning Compiler.Tianyi Zhou, Wei Fang
2023ICALPSpace-Efficient Interior Point Method, with Applications to Linear Programming and Maximum Weight Bipartite Matching.S. Cliff Liu, Zhao Song, Hengjie Zhang, Lichen Zhang, Tianyi Zhou
2023ICCVSubclass-balancing Contrastive Learning for Long-tailed Recognition.Chengkai Hou, Jieyu Zhang, Haonan Wang, Tianyi Zhou
2023ICCVWhen to Learn What: Model-Adaptive Data Augmentation Curriculum.Chengkai Hou, Jieyu Zhang, Tianyi Zhou
2023ICMLStructured Cooperative Learning with Graphical Model Priors.Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao
2023ICMLDeja Vu: Contextual Sparsity for Efficient LLMs at Inference Time.Zichang Liu, Jue Wang, Tri Dao, Tianyi Zhou, Binhang Yuan, Zhao Song, Anshumali Shrivastava, Ce Zhang, Yuandong Tian, Christopher R, Beidi Chen
2023ICMLContinual Task Allocation in Meta-Policy Network via Sparse Prompting.Yijun Yang, Tianyi Zhou, Jing Jiang, Guodong Long, Yuhui Shi
2023ICMLDoes Continual Learning Equally Forget All Parameters?Haiyan Zhao, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang
2023IJCAIDual Personalization on Federated Recommendation.Chunxu Zhang, Guodong Long, Tianyi Zhou, Peng Yan, Zijian Zhang, Chengqi Zhang, Bo Yang
2023SiggraphAAerial Diffusion: Text Guided Ground-to-Aerial View Synthesis from a Single Image using Diffusion Models.Divya Kothandaraman, Tianyi Zhou, Ming C. Lin, Dinesh Manocha
2022AAAIFedProto: Federated Prototype Learning across Heterogeneous Clients.Yue Tan, Guodong Long, Lu Liu, Tianyi Zhou, Qinghua Lu, Jing Jiang, Chengqi Zhang
2022ACLToken Dropping for Efficient BERT Pretraining.Le Hou, Richard Yuanzhe Pang, Tianyi Zhou, Yuexin Wu, Xinying Song, Xiaodan Song, Denny Zhou
2022CVPRLearning to Collaborate in Decentralized Learning of Personalized Models.Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao
2022EMNLPTASA: Deceiving Question Answering Models by Twin Answer Sentences Attack.Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao
2022ICLRDiverse Client Selection for Federated Learning via Submodular Maximization.Ravikumar Balakrishnan, Tian Li, Tianyi Zhou, Nageen Himayat, Virginia Smith, Jeff A. Bilmes
2022ICLROmni-Scale CNNs: a simple and effective kernel size configuration for time series classification.Wensi Tang, Guodong Long, Lu Liu, Tianyi Zhou, Michael Blumenstein, Jing Jiang
2022ICLRPareto Policy Pool for Model-based Offline Reinforcement Learning.Yijun Yang, Jing Jiang, Tianyi Zhou, Jie Ma, Yuhui Shi
2022ICMLEAT-C: Environment-Adversarial sub-Task Curriculum for Efficient Reinforcement Learning.Shuang Ao, Tianyi Zhou, Jing Jiang, Guodong Long, Xuan Song, Chengqi Zhang
2022ICMLIdentity-Disentangled Adversarial Augmentation for Self-supervised Learning.Kaiwen Yang, Tianyi Zhou, Xinmei Tian, Dacheng Tao
2022IJCAIPersonalized Federated Learning With a Graph.Fengwen Chen, Guodong Long, Zonghan Wu, Tianyi Zhou, Jing Jiang
2022NAACLPhrase-level Textual Adversarial Attack with Label Preservation.Yibin Lei, Yu Cao, Dianqi Li, Tianyi Zhou, Meng Fang, Mykola Pechenizkiy
2022VTCJoint Caching and Computing of Software-Defined Space-Air-Ground Integrated Networks for Video Streaming Service Improvement.Tianyi Zhou, Chengchao Liang, Qianbin Chen
2021AISTATSCurriculum Learning by Optimizing Learning Dynamics.Tianyi Zhou, Shengjie Wang, Jeff A. Bilmes
2021EMNLPEliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction.Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang
2021ICLRAutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly.Yuchen Jin, Tianyi Zhou, Liangyu Zhao, Yibo Zhu, Chuanxiong Guo, Marco Canini, Arvind Krishnamurthy
2021ICLRIsometric Propagation Network for Generalized Zero-shot Learning.Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang
2021ICLRRobust Curriculum Learning: from clean label detection to noisy label self-correction.Tianyi Zhou, Shengjie Wang, Jeff A. Bilmes
2021WWWStructure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion.Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Ying Wang, Yi Chang
2020AAAISelf-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction.Yang Li, Guodong Long, Tao Shen, Tianyi Zhou, Lina Yao, Huan Huo, Jing Jiang
2020AAAIAttribute Propagation Network for Graph Zero-Shot Learning.Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang
2020COLINGImproving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention.Yang Li, Tao Shen, Guodong Long, Jing Jiang, Tianyi Zhou, Chengqi Zhang
2020ICMLTime-Consistent Self-Supervision for Semi-Supervised Learning.Tianyi Zhou, Shengjie Wang, Jeff A. Bilmes
2019ICMLBias Also Matters: Bias Attribution for Deep Neural Network Explanation.Shengjie Wang, Tianyi Zhou, Jeff A. Bilmes
2019ICMLJumpout : Improved Dropout for Deep Neural Networks with ReLUs.Shengjie Wang, Tianyi Zhou, Jeff A. Bilmes
2019IJCAIPrototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph.Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang
2019NAACLTensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together.Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang
2018AAAIDiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding.Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang
2018ICLRBi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling.Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang
2018ICLRMinimax Curriculum Learning: Machine Teaching with Desirable Difficulties and Scheduled Diversity.Tianyi Zhou, Jeff A. Bilmes
2018IJCAIReinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling.Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Sen Wang, Chengqi Zhang
2017AISTATSScaling Submodular Maximization via Pruned Submodularity Graphs.Tianyi Zhou, Hua Ouyang, Jeff A. Bilmes, Yi Chang, Carlos Guestrin
2017ISNNCluster Aggregation for Analyzing Event-Related Potentials.Reza Mahini, Tianyi Zhou, Peng Li, Asoke K. Nandi, Huanjie Li, Hong Li, Fengyu Cong
2014KDDMulti-task copula by sparse graph regression.Tianyi Zhou, Dacheng Tao
2013AISTATSGreedy Bilateral Sketch, Completion & Smoothing.Tianyi Zhou, Dacheng Tao
2013ICDMDivide-and-Conquer Anchoring for Near-Separable Nonnegative Matrix Factorization and Completion in High Dimensions.Tianyi Zhou, Wei Bian, Dacheng Tao
2013IJCAIShifted Subspaces Tracking on Sparse Outlier for Motion Segmentation.Tianyi Zhou, Dacheng Tao
2013ISITk-bit Hamming compressed sensing.Tianyi Zhou, Dacheng Tao
2013KDDConstrained stochastic gradient descent for large-scale least squares problem.Yang Mu, Wei Ding, Tianyi Zhou, Dacheng Tao
2012ISITBilateral random projections.Tianyi Zhou, Dacheng Tao
2012ISIT1-bit Hamming compressed sensing.Tianyi Zhou, Dacheng Tao
2011ICMLGoDec: Randomized Lowrank & Sparse Matrix Decomposition in Noisy Case.Tianyi Zhou, Dacheng Tao
2010ICDMNESVM: A Fast Gradient Method for Support Vector Machines.Tianyi Zhou, Dacheng Tao, Xindong Wu
2010ICONIPBackward-Forward Least Angle Shrinkage for Sparse Quadratic Optimization.Tianyi Zhou, Dacheng Tao
2009SMCManifold Elastic Net for Sparse Learning.Tianyi Zhou, Dacheng Tao